Data Science Insights


Just some observations

Pytorch Image Segmentation Tutorial For Beginners - II

Making masks for Brain Tumor MRI Images in Pytorch


5 Jupyter Notebook Extensions For A Fully Organized Data Science Project

While working on a Data Science project notebook, I create code and markdown cells every minute, print variables, get results, visualize data, try tens of visualizations to find the best looking ones… If I don’t keep well organized during all this process, I can’t manage to come to the end of the project until the deadline. In this article, I am going to share the Jupyter notebook extensions I use everyday while working on a project.


How To Evaluate Image Segmentation Models?

Dice and Jaccard’s explained…


Bean Machine and The Central Limit Theorem

From Binomial Distributions to Normal Distributions


Making The Black Box Of AI Transparent With eXplainable AI (XAI)

A quick overview of Shaply(SHAP) values